Invention Grant
- Patent Title: Systems and methods for calculating text difficulty
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Application No.: US15603296Application Date: 2017-05-23
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Publication No.: US10410539B2Publication Date: 2019-09-10
- Inventor: Katharine Nielson , Kasey Kirkham , Na'im Tyson , Andrew Breen
- Applicant: VOXY, INC.
- Applicant Address: US NY New York
- Assignee: Voxy, Inc.
- Current Assignee: Voxy, Inc.
- Current Assignee Address: US NY New York
- Agency: Dentons US LLP
- Agent Eric L. Sophir
- Main IPC: G09B19/06
- IPC: G09B19/06 ; A61B5/16 ; A61B5/00 ; A61B5/048 ; G09B5/02 ; G06F17/27 ; G09B5/00 ; G09B7/08 ; A61B5/11 ; A61B5/0484 ; A61B5/0476

Abstract:
Disclosed are systems, methods, and products for language learning that automatically extracts keywords from resources using various natural-language processing product features, which can be combined with custom-designed learning activities to offer a needs-based, adaptive learning methodology. The system may receive resources having text and then determine a text difficulty score that predicts how difficult the resource is for language learners based on any number of factors, including any number of semantic and syntactic features of the text. Training resources labeled with metadata may be used to train a statistical model for determining difficulty scores of newly received text. Resources may be grouped based on difficulty score, and groups of resources may correspond to language learners' proficiency levels.
Public/Granted literature
- US20170256178A1 SYSTEMS AND METHODS FOR CALCULATING TEXT DIFFICULTY Public/Granted day:2017-09-07
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